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...ning the sources PSD models yields much better results in practice. This track of research increasingly showed that prior assumptions about the sources leads to improved performance in practice [33], =-=[16]-=-, [34]. The common ground of most related work on audio source separation then becomes the building of models for the spectrograms of the sources that have a strong expressive power while requiring th...

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...or several sources, oracle sound separation where the original sources are available, and the extraction of model parameters from training data of a particular sound source. The reader is referred to =-=[2]-=- for a general overview of informed sound source separation approaches. © 2014 Cano et al.; licensee Springer. This is an Open Access article distributed under the terms of the Creative Commons Attrib...